:orphan: .. _general_examples: Examples ======== General examples ---------------- General-purpose and introductory examples for ``pmdarima``. These examples are designed to introduce you to the package style and layout. .. raw:: html
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.. only:: html .. figure:: /auto_examples/images/thumb/sphx_glr_example_simple_fit_thumb.png :ref:`sphx_glr_auto_examples_example_simple_fit.py` .. raw:: html
.. toctree:: :hidden: /auto_examples/example_simple_fit .. raw:: html
.. _arima_examples: ARIMA examples -------------- Examples of how to use the :mod:`pmdarima.arima` module to fit timeseries models. .. raw:: html
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.. only:: html .. figure:: /auto_examples/arima/images/thumb/sphx_glr_example_persisting_a_model_thumb.png :ref:`sphx_glr_auto_examples_arima_example_persisting_a_model.py` .. raw:: html
.. toctree:: :hidden: /auto_examples/arima/example_persisting_a_model .. raw:: html
.. only:: html .. figure:: /auto_examples/arima/images/thumb/sphx_glr_example_auto_arima_thumb.png :ref:`sphx_glr_auto_examples_arima_example_auto_arima.py` .. raw:: html
.. toctree:: :hidden: /auto_examples/arima/example_auto_arima .. raw:: html
.. only:: html .. figure:: /auto_examples/arima/images/thumb/sphx_glr_example_add_new_samples_thumb.png :ref:`sphx_glr_auto_examples_arima_example_add_new_samples.py` .. raw:: html
.. toctree:: :hidden: /auto_examples/arima/example_add_new_samples .. raw:: html
.. _datasets_examples: Datasets examples ----------------- Examples of how to use the :mod:`pmdarima.datasets` module to conveniently load toy time series data for model benchmarking and experimentation. .. raw:: html
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.. only:: html .. figure:: /auto_examples/datasets/images/thumb/sphx_glr_example_load_data_thumb.png :ref:`sphx_glr_auto_examples_datasets_example_load_data.py` .. raw:: html
.. toctree:: :hidden: /auto_examples/datasets/example_load_data .. raw:: html
.. _utils_examples: Utils examples -------------- Examples of how to use the :mod:`pmdarima.utils` module to plot timeseries data, difference arrays, and more. .. raw:: html
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.. only:: html .. figure:: /auto_examples/utils/images/thumb/sphx_glr_example_array_concatenation_thumb.png :ref:`sphx_glr_auto_examples_utils_example_array_concatenation.py` .. raw:: html
.. toctree:: :hidden: /auto_examples/utils/example_array_concatenation .. raw:: html
.. only :: html .. container:: sphx-glr-footer .. container:: sphx-glr-download :download:`Download all examples in Python source code: auto_examples_python.zip ` .. container:: sphx-glr-download :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_